- Forecasting and time series analysis.
- Central tendency problems testing on mean, mode, quartiles.
- Sampling theory.
- The confidence intervals.
- T-tests, Z test, Chi-square, and F tests.
- Analysis of variance (ANOVA).
- Hypothesis testing.
- The regression analysis.
- Dispersion measures- standard deviation, Variance and Mean deviation.
- Conditional probability, event probability, Continuous and discrete probability, distributions under probability, and many others.
- Process of random variables.
- Confidence and power intervals.
- Correlation and causation.
- Linear programming analysis.
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